%%javascript
IPython.OutputArea.auto_scroll_threshold = 9999;

import pandas as pd
import numpy as np
from collections import Counter
from matplotlib import pyplot as plt
import os
import cv2
%matplotlib inline







def load_filepaths():
    imdir_ideology = 'ideology_image_dataset/'
    ideology_files=os.listdir('ideology_image_dataset/')
    ideology_files_path=[os.path.join(imdir_ideology,file) for file in ideology_files ]
    
    return ideology_files_path

ideology_files_path=load_filepaths()
len(ideology_files_path)

def showClustering(predicted_labels,label):
    label_indexs= np.where(predicted_labels==label)[0]
    print("CLUSTER--> ",label,"TOTAL IMAGES--> ",len(label_indexs))
    if(len(label_indexs)>=500):
        fig=plt.figure(figsize=(10, 400))
        
        
    elif(len(label_indexs)>100 and len(label_indexs)<500):
        fig=plt.figure(figsize=(10, 70))
    elif(len(label_indexs)>=50 and len(label_indexs)<100):
        fig=plt.figure(figsize=(10, 30))
        
    elif(len(label_indexs)>=20 and len(label_indexs)<50):
        fig=plt.figure(figsize=(10, 20))
    
    elif(len(label_indexs)>=0 and len(label_indexs)<20):
        fig=plt.figure(figsize=(10, 8))
    
    for i,index in enumerate(label_indexs):
       
        
        image = cv2.imread(ideology_files_path[index])
        image= cv2.cvtColor(image, cv2.COLOR_BGR2RGB)
        
        columns = 4
        rows = np.ceil(len(label_indexs)/float(columns))
        
        fig.add_subplot(rows,columns, i+1)
        plt.imshow(image)
    
   
    plt.show()

results_df=pd.read_csv('image-results-updateGrid/ideology_model_mobilenet.npy-tsne.csv')
results_df

	Unnamed: 0	n_clusters	silhouette	calinski	davies
0	HDBSCAN	639	-0.032523	6.699580	1.504272
1	DBSCAN	610	0.217161	37.146614	1.123866
2	Mean-shift	2	0.336667	11.209955	0.846468
3	Optics	400	-0.035018	10.152073	1.297149

predicted_Labels=np.load('image-results-updateGrid/ideology_model_mobilenet.npy-tsne_hdbscan_labels.npy')
unique_labels=set(predicted_Labels)
for label in unique_labels:
    if(label!=-1):
        showClustering(predicted_Labels,label)

CLUSTER-->  0 TOTAL IMAGES-->  4

CLUSTER-->  1 TOTAL IMAGES-->  3

CLUSTER-->  2 TOTAL IMAGES-->  2

CLUSTER-->  3 TOTAL IMAGES-->  2

CLUSTER-->  4 TOTAL IMAGES-->  11

CLUSTER-->  5 TOTAL IMAGES-->  5

CLUSTER-->  6 TOTAL IMAGES-->  3

CLUSTER-->  7 TOTAL IMAGES-->  2

CLUSTER-->  8 TOTAL IMAGES-->  3

CLUSTER-->  9 TOTAL IMAGES-->  2

CLUSTER-->  10 TOTAL IMAGES-->  2

CLUSTER-->  11 TOTAL IMAGES-->  2

CLUSTER-->  12 TOTAL IMAGES-->  2

CLUSTER-->  13 TOTAL IMAGES-->  2

CLUSTER-->  14 TOTAL IMAGES-->  2

CLUSTER-->  15 TOTAL IMAGES-->  4

CLUSTER-->  16 TOTAL IMAGES-->  2

CLUSTER-->  17 TOTAL IMAGES-->  2

CLUSTER-->  18 TOTAL IMAGES-->  2

CLUSTER-->  19 TOTAL IMAGES-->  2

CLUSTER-->  20 TOTAL IMAGES-->  2

CLUSTER-->  21 TOTAL IMAGES-->  2

CLUSTER-->  22 TOTAL IMAGES-->  2

CLUSTER-->  23 TOTAL IMAGES-->  3

CLUSTER-->  24 TOTAL IMAGES-->  2

CLUSTER-->  25 TOTAL IMAGES-->  3

CLUSTER-->  26 TOTAL IMAGES-->  2

CLUSTER-->  27 TOTAL IMAGES-->  2

CLUSTER-->  28 TOTAL IMAGES-->  2

CLUSTER-->  29 TOTAL IMAGES-->  2

CLUSTER-->  30 TOTAL IMAGES-->  3

CLUSTER-->  31 TOTAL IMAGES-->  2

CLUSTER-->  32 TOTAL IMAGES-->  2

CLUSTER-->  33 TOTAL IMAGES-->  2

CLUSTER-->  34 TOTAL IMAGES-->  2

CLUSTER-->  35 TOTAL IMAGES-->  2

CLUSTER-->  36 TOTAL IMAGES-->  3

CLUSTER-->  37 TOTAL IMAGES-->  2

CLUSTER-->  38 TOTAL IMAGES-->  2

CLUSTER-->  39 TOTAL IMAGES-->  5

CLUSTER-->  40 TOTAL IMAGES-->  2

CLUSTER-->  41 TOTAL IMAGES-->  4

CLUSTER-->  42 TOTAL IMAGES-->  3

CLUSTER-->  43 TOTAL IMAGES-->  2

CLUSTER-->  44 TOTAL IMAGES-->  2

CLUSTER-->  45 TOTAL IMAGES-->  3

CLUSTER-->  46 TOTAL IMAGES-->  3

CLUSTER-->  47 TOTAL IMAGES-->  6

CLUSTER-->  48 TOTAL IMAGES-->  2

CLUSTER-->  49 TOTAL IMAGES-->  2

CLUSTER-->  50 TOTAL IMAGES-->  2

CLUSTER-->  51 TOTAL IMAGES-->  2

CLUSTER-->  52 TOTAL IMAGES-->  2

CLUSTER-->  53 TOTAL IMAGES-->  2

CLUSTER-->  54 TOTAL IMAGES-->  2

CLUSTER-->  55 TOTAL IMAGES-->  2

CLUSTER-->  56 TOTAL IMAGES-->  2

CLUSTER-->  57 TOTAL IMAGES-->  3

CLUSTER-->  58 TOTAL IMAGES-->  3

CLUSTER-->  59 TOTAL IMAGES-->  2

CLUSTER-->  60 TOTAL IMAGES-->  2

CLUSTER-->  61 TOTAL IMAGES-->  2

CLUSTER-->  62 TOTAL IMAGES-->  3

CLUSTER-->  63 TOTAL IMAGES-->  2

CLUSTER-->  64 TOTAL IMAGES-->  2

CLUSTER-->  65 TOTAL IMAGES-->  5

CLUSTER-->  66 TOTAL IMAGES-->  2

CLUSTER-->  67 TOTAL IMAGES-->  5

CLUSTER-->  68 TOTAL IMAGES-->  2

CLUSTER-->  69 TOTAL IMAGES-->  3

CLUSTER-->  70 TOTAL IMAGES-->  2

CLUSTER-->  71 TOTAL IMAGES-->  2

CLUSTER-->  72 TOTAL IMAGES-->  2

CLUSTER-->  73 TOTAL IMAGES-->  2

CLUSTER-->  74 TOTAL IMAGES-->  2

CLUSTER-->  75 TOTAL IMAGES-->  2

CLUSTER-->  76 TOTAL IMAGES-->  3

CLUSTER-->  77 TOTAL IMAGES-->  2

CLUSTER-->  78 TOTAL IMAGES-->  2

CLUSTER-->  79 TOTAL IMAGES-->  2

CLUSTER-->  80 TOTAL IMAGES-->  2

CLUSTER-->  81 TOTAL IMAGES-->  2

CLUSTER-->  82 TOTAL IMAGES-->  2

CLUSTER-->  83 TOTAL IMAGES-->  3

CLUSTER-->  84 TOTAL IMAGES-->  3

CLUSTER-->  85 TOTAL IMAGES-->  2

CLUSTER-->  86 TOTAL IMAGES-->  2

CLUSTER-->  87 TOTAL IMAGES-->  2

CLUSTER-->  88 TOTAL IMAGES-->  3

CLUSTER-->  89 TOTAL IMAGES-->  2

CLUSTER-->  90 TOTAL IMAGES-->  2

CLUSTER-->  91 TOTAL IMAGES-->  3

CLUSTER-->  92 TOTAL IMAGES-->  2

CLUSTER-->  93 TOTAL IMAGES-->  3

CLUSTER-->  94 TOTAL IMAGES-->  2

CLUSTER-->  95 TOTAL IMAGES-->  3

CLUSTER-->  96 TOTAL IMAGES-->  2

CLUSTER-->  97 TOTAL IMAGES-->  2

CLUSTER-->  98 TOTAL IMAGES-->  3

CLUSTER-->  99 TOTAL IMAGES-->  2

CLUSTER-->  100 TOTAL IMAGES-->  2

CLUSTER-->  101 TOTAL IMAGES-->  3

CLUSTER-->  102 TOTAL IMAGES-->  3

CLUSTER-->  103 TOTAL IMAGES-->  2

CLUSTER-->  104 TOTAL IMAGES-->  4

CLUSTER-->  105 TOTAL IMAGES-->  2

CLUSTER-->  106 TOTAL IMAGES-->  2

CLUSTER-->  107 TOTAL IMAGES-->  2

CLUSTER-->  108 TOTAL IMAGES-->  2

CLUSTER-->  109 TOTAL IMAGES-->  2

CLUSTER-->  110 TOTAL IMAGES-->  2

CLUSTER-->  111 TOTAL IMAGES-->  2

CLUSTER-->  112 TOTAL IMAGES-->  2

CLUSTER-->  113 TOTAL IMAGES-->  2

CLUSTER-->  114 TOTAL IMAGES-->  3

CLUSTER-->  115 TOTAL IMAGES-->  2

CLUSTER-->  116 TOTAL IMAGES-->  2

CLUSTER-->  117 TOTAL IMAGES-->  2

CLUSTER-->  118 TOTAL IMAGES-->  2

CLUSTER-->  119 TOTAL IMAGES-->  3

CLUSTER-->  120 TOTAL IMAGES-->  2

CLUSTER-->  121 TOTAL IMAGES-->  2

CLUSTER-->  122 TOTAL IMAGES-->  2

CLUSTER-->  123 TOTAL IMAGES-->  3

CLUSTER-->  124 TOTAL IMAGES-->  3

CLUSTER-->  125 TOTAL IMAGES-->  2

CLUSTER-->  126 TOTAL IMAGES-->  2

CLUSTER-->  127 TOTAL IMAGES-->  2

CLUSTER-->  128 TOTAL IMAGES-->  2

CLUSTER-->  129 TOTAL IMAGES-->  2

CLUSTER-->  130 TOTAL IMAGES-->  2

CLUSTER-->  131 TOTAL IMAGES-->  2

CLUSTER-->  132 TOTAL IMAGES-->  2

CLUSTER-->  133 TOTAL IMAGES-->  4

CLUSTER-->  134 TOTAL IMAGES-->  2

CLUSTER-->  135 TOTAL IMAGES-->  3

CLUSTER-->  136 TOTAL IMAGES-->  4

CLUSTER-->  137 TOTAL IMAGES-->  2

CLUSTER-->  138 TOTAL IMAGES-->  4

CLUSTER-->  139 TOTAL IMAGES-->  2

CLUSTER-->  140 TOTAL IMAGES-->  7

CLUSTER-->  141 TOTAL IMAGES-->  2

CLUSTER-->  142 TOTAL IMAGES-->  2

CLUSTER-->  143 TOTAL IMAGES-->  2

CLUSTER-->  144 TOTAL IMAGES-->  2

CLUSTER-->  145 TOTAL IMAGES-->  2

CLUSTER-->  146 TOTAL IMAGES-->  3

CLUSTER-->  147 TOTAL IMAGES-->  2

CLUSTER-->  148 TOTAL IMAGES-->  2

CLUSTER-->  149 TOTAL IMAGES-->  4

CLUSTER-->  150 TOTAL IMAGES-->  2

CLUSTER-->  151 TOTAL IMAGES-->  3

CLUSTER-->  152 TOTAL IMAGES-->  2

CLUSTER-->  153 TOTAL IMAGES-->  4

CLUSTER-->  154 TOTAL IMAGES-->  2

CLUSTER-->  155 TOTAL IMAGES-->  2

CLUSTER-->  156 TOTAL IMAGES-->  3

CLUSTER-->  157 TOTAL IMAGES-->  2

CLUSTER-->  158 TOTAL IMAGES-->  2

CLUSTER-->  159 TOTAL IMAGES-->  2

CLUSTER-->  160 TOTAL IMAGES-->  2

CLUSTER-->  161 TOTAL IMAGES-->  2

CLUSTER-->  162 TOTAL IMAGES-->  2

CLUSTER-->  163 TOTAL IMAGES-->  4

CLUSTER-->  164 TOTAL IMAGES-->  2

CLUSTER-->  165 TOTAL IMAGES-->  2

CLUSTER-->  166 TOTAL IMAGES-->  2

CLUSTER-->  167 TOTAL IMAGES-->  2

CLUSTER-->  168 TOTAL IMAGES-->  4

CLUSTER-->  169 TOTAL IMAGES-->  2

CLUSTER-->  170 TOTAL IMAGES-->  2

CLUSTER-->  171 TOTAL IMAGES-->  2

CLUSTER-->  172 TOTAL IMAGES-->  9

CLUSTER-->  173 TOTAL IMAGES-->  4

CLUSTER-->  174 TOTAL IMAGES-->  4

CLUSTER-->  175 TOTAL IMAGES-->  2

CLUSTER-->  176 TOTAL IMAGES-->  2

CLUSTER-->  177 TOTAL IMAGES-->  3

CLUSTER-->  178 TOTAL IMAGES-->  3

CLUSTER-->  179 TOTAL IMAGES-->  2

CLUSTER-->  180 TOTAL IMAGES-->  2

CLUSTER-->  181 TOTAL IMAGES-->  3

CLUSTER-->  182 TOTAL IMAGES-->  4

CLUSTER-->  183 TOTAL IMAGES-->  2

CLUSTER-->  184 TOTAL IMAGES-->  2

CLUSTER-->  185 TOTAL IMAGES-->  2

CLUSTER-->  186 TOTAL IMAGES-->  2

CLUSTER-->  187 TOTAL IMAGES-->  2

CLUSTER-->  188 TOTAL IMAGES-->  2

CLUSTER-->  189 TOTAL IMAGES-->  2

CLUSTER-->  190 TOTAL IMAGES-->  2

CLUSTER-->  191 TOTAL IMAGES-->  2

CLUSTER-->  192 TOTAL IMAGES-->  2

CLUSTER-->  193 TOTAL IMAGES-->  2

CLUSTER-->  194 TOTAL IMAGES-->  4

CLUSTER-->  195 TOTAL IMAGES-->  3

CLUSTER-->  196 TOTAL IMAGES-->  2

CLUSTER-->  197 TOTAL IMAGES-->  9

CLUSTER-->  198 TOTAL IMAGES-->  3

CLUSTER-->  199 TOTAL IMAGES-->  8

CLUSTER-->  200 TOTAL IMAGES-->  2

CLUSTER-->  201 TOTAL IMAGES-->  3

CLUSTER-->  202 TOTAL IMAGES-->  2

CLUSTER-->  203 TOTAL IMAGES-->  2

CLUSTER-->  204 TOTAL IMAGES-->  2

CLUSTER-->  205 TOTAL IMAGES-->  2

CLUSTER-->  206 TOTAL IMAGES-->  2

CLUSTER-->  207 TOTAL IMAGES-->  2

CLUSTER-->  208 TOTAL IMAGES-->  3

CLUSTER-->  209 TOTAL IMAGES-->  2

CLUSTER-->  210 TOTAL IMAGES-->  3

CLUSTER-->  211 TOTAL IMAGES-->  2

CLUSTER-->  212 TOTAL IMAGES-->  4

CLUSTER-->  213 TOTAL IMAGES-->  2

CLUSTER-->  214 TOTAL IMAGES-->  6

CLUSTER-->  215 TOTAL IMAGES-->  2

CLUSTER-->  216 TOTAL IMAGES-->  2

CLUSTER-->  217 TOTAL IMAGES-->  6

CLUSTER-->  218 TOTAL IMAGES-->  2

CLUSTER-->  219 TOTAL IMAGES-->  2

CLUSTER-->  220 TOTAL IMAGES-->  3

CLUSTER-->  221 TOTAL IMAGES-->  4

CLUSTER-->  222 TOTAL IMAGES-->  4

CLUSTER-->  223 TOTAL IMAGES-->  4

CLUSTER-->  224 TOTAL IMAGES-->  2

CLUSTER-->  225 TOTAL IMAGES-->  3

CLUSTER-->  226 TOTAL IMAGES-->  2

CLUSTER-->  227 TOTAL IMAGES-->  2

CLUSTER-->  228 TOTAL IMAGES-->  2

CLUSTER-->  229 TOTAL IMAGES-->  2

CLUSTER-->  230 TOTAL IMAGES-->  2

CLUSTER-->  231 TOTAL IMAGES-->  2

CLUSTER-->  232 TOTAL IMAGES-->  2

CLUSTER-->  233 TOTAL IMAGES-->  2

CLUSTER-->  234 TOTAL IMAGES-->  2

CLUSTER-->  235 TOTAL IMAGES-->  4

CLUSTER-->  236 TOTAL IMAGES-->  2

CLUSTER-->  237 TOTAL IMAGES-->  2

CLUSTER-->  238 TOTAL IMAGES-->  3

CLUSTER-->  239 TOTAL IMAGES-->  2

CLUSTER-->  240 TOTAL IMAGES-->  3

CLUSTER-->  241 TOTAL IMAGES-->  3

CLUSTER-->  242 TOTAL IMAGES-->  3

CLUSTER-->  243 TOTAL IMAGES-->  2

CLUSTER-->  244 TOTAL IMAGES-->  3

CLUSTER-->  245 TOTAL IMAGES-->  3

CLUSTER-->  246 TOTAL IMAGES-->  2

CLUSTER-->  247 TOTAL IMAGES-->  2

CLUSTER-->  248 TOTAL IMAGES-->  2

CLUSTER-->  249 TOTAL IMAGES-->  2

CLUSTER-->  250 TOTAL IMAGES-->  2

CLUSTER-->  251 TOTAL IMAGES-->  2

CLUSTER-->  252 TOTAL IMAGES-->  4

CLUSTER-->  253 TOTAL IMAGES-->  3

CLUSTER-->  254 TOTAL IMAGES-->  2

CLUSTER-->  255 TOTAL IMAGES-->  4

CLUSTER-->  256 TOTAL IMAGES-->  2

CLUSTER-->  257 TOTAL IMAGES-->  2

CLUSTER-->  258 TOTAL IMAGES-->  2

CLUSTER-->  259 TOTAL IMAGES-->  6

CLUSTER-->  260 TOTAL IMAGES-->  2

CLUSTER-->  261 TOTAL IMAGES-->  2

CLUSTER-->  262 TOTAL IMAGES-->  2

CLUSTER-->  263 TOTAL IMAGES-->  2

CLUSTER-->  264 TOTAL IMAGES-->  2

CLUSTER-->  265 TOTAL IMAGES-->  2

CLUSTER-->  266 TOTAL IMAGES-->  3

CLUSTER-->  267 TOTAL IMAGES-->  4

CLUSTER-->  268 TOTAL IMAGES-->  3

CLUSTER-->  269 TOTAL IMAGES-->  3

CLUSTER-->  270 TOTAL IMAGES-->  3

CLUSTER-->  271 TOTAL IMAGES-->  2

CLUSTER-->  272 TOTAL IMAGES-->  2

CLUSTER-->  273 TOTAL IMAGES-->  2

CLUSTER-->  274 TOTAL IMAGES-->  3

CLUSTER-->  275 TOTAL IMAGES-->  2

CLUSTER-->  276 TOTAL IMAGES-->  2

CLUSTER-->  277 TOTAL IMAGES-->  2

CLUSTER-->  278 TOTAL IMAGES-->  3

CLUSTER-->  279 TOTAL IMAGES-->  2

CLUSTER-->  280 TOTAL IMAGES-->  2

CLUSTER-->  281 TOTAL IMAGES-->  2

CLUSTER-->  282 TOTAL IMAGES-->  2

CLUSTER-->  283 TOTAL IMAGES-->  2

CLUSTER-->  284 TOTAL IMAGES-->  2

CLUSTER-->  285 TOTAL IMAGES-->  4

CLUSTER-->  286 TOTAL IMAGES-->  6

CLUSTER-->  287 TOTAL IMAGES-->  4

CLUSTER-->  288 TOTAL IMAGES-->  2

CLUSTER-->  289 TOTAL IMAGES-->  2

CLUSTER-->  290 TOTAL IMAGES-->  3

CLUSTER-->  291 TOTAL IMAGES-->  2

CLUSTER-->  292 TOTAL IMAGES-->  2

CLUSTER-->  293 TOTAL IMAGES-->  3

CLUSTER-->  294 TOTAL IMAGES-->  2

CLUSTER-->  295 TOTAL IMAGES-->  2

CLUSTER-->  296 TOTAL IMAGES-->  2

CLUSTER-->  297 TOTAL IMAGES-->  2

CLUSTER-->  298 TOTAL IMAGES-->  2

CLUSTER-->  299 TOTAL IMAGES-->  2

CLUSTER-->  300 TOTAL IMAGES-->  2

CLUSTER-->  301 TOTAL IMAGES-->  2

CLUSTER-->  302 TOTAL IMAGES-->  2

CLUSTER-->  303 TOTAL IMAGES-->  4

CLUSTER-->  304 TOTAL IMAGES-->  2

CLUSTER-->  305 TOTAL IMAGES-->  3

CLUSTER-->  306 TOTAL IMAGES-->  6

CLUSTER-->  307 TOTAL IMAGES-->  2

CLUSTER-->  308 TOTAL IMAGES-->  4

CLUSTER-->  309 TOTAL IMAGES-->  2

CLUSTER-->  310 TOTAL IMAGES-->  2

CLUSTER-->  311 TOTAL IMAGES-->  4

CLUSTER-->  312 TOTAL IMAGES-->  2

CLUSTER-->  313 TOTAL IMAGES-->  2

CLUSTER-->  314 TOTAL IMAGES-->  4

CLUSTER-->  315 TOTAL IMAGES-->  2

CLUSTER-->  316 TOTAL IMAGES-->  2

CLUSTER-->  317 TOTAL IMAGES-->  2

CLUSTER-->  318 TOTAL IMAGES-->  4

CLUSTER-->  319 TOTAL IMAGES-->  2

CLUSTER-->  320 TOTAL IMAGES-->  4

CLUSTER-->  321 TOTAL IMAGES-->  3

CLUSTER-->  322 TOTAL IMAGES-->  6

CLUSTER-->  323 TOTAL IMAGES-->  4

CLUSTER-->  324 TOTAL IMAGES-->  2

CLUSTER-->  325 TOTAL IMAGES-->  2

CLUSTER-->  326 TOTAL IMAGES-->  2

CLUSTER-->  327 TOTAL IMAGES-->  2

CLUSTER-->  328 TOTAL IMAGES-->  3

CLUSTER-->  329 TOTAL IMAGES-->  3

CLUSTER-->  330 TOTAL IMAGES-->  2

CLUSTER-->  331 TOTAL IMAGES-->  3

CLUSTER-->  332 TOTAL IMAGES-->  2

CLUSTER-->  333 TOTAL IMAGES-->  2

CLUSTER-->  334 TOTAL IMAGES-->  2

CLUSTER-->  335 TOTAL IMAGES-->  2

CLUSTER-->  336 TOTAL IMAGES-->  2

CLUSTER-->  337 TOTAL IMAGES-->  3

CLUSTER-->  338 TOTAL IMAGES-->  2

CLUSTER-->  339 TOTAL IMAGES-->  2

CLUSTER-->  340 TOTAL IMAGES-->  2

CLUSTER-->  341 TOTAL IMAGES-->  2

CLUSTER-->  342 TOTAL IMAGES-->  2

CLUSTER-->  343 TOTAL IMAGES-->  2

CLUSTER-->  344 TOTAL IMAGES-->  2

CLUSTER-->  345 TOTAL IMAGES-->  6

CLUSTER-->  346 TOTAL IMAGES-->  2

CLUSTER-->  347 TOTAL IMAGES-->  4

CLUSTER-->  348 TOTAL IMAGES-->  2

CLUSTER-->  349 TOTAL IMAGES-->  2

CLUSTER-->  350 TOTAL IMAGES-->  2

CLUSTER-->  351 TOTAL IMAGES-->  2

CLUSTER-->  352 TOTAL IMAGES-->  2

CLUSTER-->  353 TOTAL IMAGES-->  2

CLUSTER-->  354 TOTAL IMAGES-->  3

CLUSTER-->  355 TOTAL IMAGES-->  3

CLUSTER-->  356 TOTAL IMAGES-->  6

CLUSTER-->  357 TOTAL IMAGES-->  2

CLUSTER-->  358 TOTAL IMAGES-->  4

CLUSTER-->  359 TOTAL IMAGES-->  2

CLUSTER-->  360 TOTAL IMAGES-->  2

CLUSTER-->  361 TOTAL IMAGES-->  2

CLUSTER-->  362 TOTAL IMAGES-->  8

CLUSTER-->  363 TOTAL IMAGES-->  2

CLUSTER-->  364 TOTAL IMAGES-->  4

CLUSTER-->  365 TOTAL IMAGES-->  2

CLUSTER-->  366 TOTAL IMAGES-->  2

CLUSTER-->  367 TOTAL IMAGES-->  2

CLUSTER-->  368 TOTAL IMAGES-->  4

CLUSTER-->  369 TOTAL IMAGES-->  3

CLUSTER-->  370 TOTAL IMAGES-->  3

CLUSTER-->  371 TOTAL IMAGES-->  3

CLUSTER-->  372 TOTAL IMAGES-->  2

CLUSTER-->  373 TOTAL IMAGES-->  2

CLUSTER-->  374 TOTAL IMAGES-->  2

CLUSTER-->  375 TOTAL IMAGES-->  4

CLUSTER-->  376 TOTAL IMAGES-->  2

CLUSTER-->  377 TOTAL IMAGES-->  3

CLUSTER-->  378 TOTAL IMAGES-->  3

CLUSTER-->  379 TOTAL IMAGES-->  2

CLUSTER-->  380 TOTAL IMAGES-->  2

CLUSTER-->  381 TOTAL IMAGES-->  2

CLUSTER-->  382 TOTAL IMAGES-->  2

CLUSTER-->  383 TOTAL IMAGES-->  2

CLUSTER-->  384 TOTAL IMAGES-->  2

CLUSTER-->  385 TOTAL IMAGES-->  2

CLUSTER-->  386 TOTAL IMAGES-->  4

CLUSTER-->  387 TOTAL IMAGES-->  2

CLUSTER-->  388 TOTAL IMAGES-->  12

CLUSTER-->  389 TOTAL IMAGES-->  3

CLUSTER-->  390 TOTAL IMAGES-->  2

CLUSTER-->  391 TOTAL IMAGES-->  3

CLUSTER-->  392 TOTAL IMAGES-->  3

CLUSTER-->  393 TOTAL IMAGES-->  2

CLUSTER-->  394 TOTAL IMAGES-->  2

CLUSTER-->  395 TOTAL IMAGES-->  2

CLUSTER-->  396 TOTAL IMAGES-->  2

CLUSTER-->  397 TOTAL IMAGES-->  2

CLUSTER-->  398 TOTAL IMAGES-->  2

CLUSTER-->  399 TOTAL IMAGES-->  2

CLUSTER-->  400 TOTAL IMAGES-->  2

CLUSTER-->  401 TOTAL IMAGES-->  4

CLUSTER-->  402 TOTAL IMAGES-->  4

CLUSTER-->  403 TOTAL IMAGES-->  6

CLUSTER-->  404 TOTAL IMAGES-->  2

CLUSTER-->  405 TOTAL IMAGES-->  3

CLUSTER-->  406 TOTAL IMAGES-->  2

CLUSTER-->  407 TOTAL IMAGES-->  3

CLUSTER-->  408 TOTAL IMAGES-->  2

CLUSTER-->  409 TOTAL IMAGES-->  4

CLUSTER-->  410 TOTAL IMAGES-->  2

CLUSTER-->  411 TOTAL IMAGES-->  5

CLUSTER-->  412 TOTAL IMAGES-->  2

CLUSTER-->  413 TOTAL IMAGES-->  4

CLUSTER-->  414 TOTAL IMAGES-->  3

CLUSTER-->  415 TOTAL IMAGES-->  2

CLUSTER-->  416 TOTAL IMAGES-->  3

CLUSTER-->  417 TOTAL IMAGES-->  3

CLUSTER-->  418 TOTAL IMAGES-->  3

CLUSTER-->  419 TOTAL IMAGES-->  2

CLUSTER-->  420 TOTAL IMAGES-->  3

CLUSTER-->  421 TOTAL IMAGES-->  3

CLUSTER-->  422 TOTAL IMAGES-->  11

CLUSTER-->  423 TOTAL IMAGES-->  2

CLUSTER-->  424 TOTAL IMAGES-->  2

CLUSTER-->  425 TOTAL IMAGES-->  5

CLUSTER-->  426 TOTAL IMAGES-->  2

CLUSTER-->  427 TOTAL IMAGES-->  3

CLUSTER-->  428 TOTAL IMAGES-->  2

CLUSTER-->  429 TOTAL IMAGES-->  3

CLUSTER-->  430 TOTAL IMAGES-->  3

CLUSTER-->  431 TOTAL IMAGES-->  2

CLUSTER-->  432 TOTAL IMAGES-->  2

CLUSTER-->  433 TOTAL IMAGES-->  6

CLUSTER-->  434 TOTAL IMAGES-->  2

CLUSTER-->  435 TOTAL IMAGES-->  2

CLUSTER-->  436 TOTAL IMAGES-->  2

CLUSTER-->  437 TOTAL IMAGES-->  2

CLUSTER-->  438 TOTAL IMAGES-->  3

CLUSTER-->  439 TOTAL IMAGES-->  2

CLUSTER-->  440 TOTAL IMAGES-->  2

CLUSTER-->  441 TOTAL IMAGES-->  2

CLUSTER-->  442 TOTAL IMAGES-->  2

CLUSTER-->  443 TOTAL IMAGES-->  2

CLUSTER-->  444 TOTAL IMAGES-->  3

CLUSTER-->  445 TOTAL IMAGES-->  2

CLUSTER-->  446 TOTAL IMAGES-->  2

CLUSTER-->  447 TOTAL IMAGES-->  4

CLUSTER-->  448 TOTAL IMAGES-->  2

CLUSTER-->  449 TOTAL IMAGES-->  2

CLUSTER-->  450 TOTAL IMAGES-->  4

CLUSTER-->  451 TOTAL IMAGES-->  3

CLUSTER-->  452 TOTAL IMAGES-->  3

CLUSTER-->  453 TOTAL IMAGES-->  3

CLUSTER-->  454 TOTAL IMAGES-->  2

CLUSTER-->  455 TOTAL IMAGES-->  2

CLUSTER-->  456 TOTAL IMAGES-->  2

CLUSTER-->  457 TOTAL IMAGES-->  3

CLUSTER-->  458 TOTAL IMAGES-->  4

CLUSTER-->  459 TOTAL IMAGES-->  5

CLUSTER-->  460 TOTAL IMAGES-->  2

CLUSTER-->  461 TOTAL IMAGES-->  3

CLUSTER-->  462 TOTAL IMAGES-->  2

CLUSTER-->  463 TOTAL IMAGES-->  3

CLUSTER-->  464 TOTAL IMAGES-->  4

CLUSTER-->  465 TOTAL IMAGES-->  3

CLUSTER-->  466 TOTAL IMAGES-->  2

CLUSTER-->  467 TOTAL IMAGES-->  3

CLUSTER-->  468 TOTAL IMAGES-->  3

CLUSTER-->  469 TOTAL IMAGES-->  4

CLUSTER-->  470 TOTAL IMAGES-->  4

CLUSTER-->  471 TOTAL IMAGES-->  3

CLUSTER-->  472 TOTAL IMAGES-->  2

CLUSTER-->  473 TOTAL IMAGES-->  6

CLUSTER-->  474 TOTAL IMAGES-->  2

predicted_Labels=np.load('image-results-updateGrid/ideology_model_mobilenet.npy-tsne_dbscan_labels.npy')
unique_labels=set(predicted_Labels)
for label in unique_labels:
    if(label!=-1):
        showClustering(predicted_Labels,label)

predicted_Labels=np.load('image-results-updateGrid/ideology_model_mobilenet.npy-tsne_optics_labels.npy')
unique_labels=set(predicted_Labels)
for label in unique_labels:
    if(label!=-1):
        showClustering(predicted_Labels,label)